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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices
Lucas Drumetz
,
Alexandre Reiffers-Masson
,
Naoufal El Bekri
,
Franck Vermet
2022
Preprints, Working Papers, ...
hal-03815325v2
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Data-driven Reconstruction of Partially Observed Dynamical Systems
Pierre Tandeo
,
Pierre Ailliot
,
Florian Sévellec
2022
Preprints, Working Papers, ...
hal-03877235v1
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A posteriori learning for quasi‐geostrophic turbulence parametrization
Hugo Frezat
,
Julien Le Sommer
,
Ronan Fablet
,
Guillaume Balarac
,
Redouane Lguensat
et al.
Journal articles
hal-03808230v1
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Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks
Etienne Pauthenet
,
Loïc Bachelot
,
Kevin Balem
,
Guillaume Maze
,
Anne-Marie Tréguier
et al.
Journal articles
hal-03762091v1
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Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies
Ronan Fablet
,
Quentin Febvre
,
Bertrand Chapron
2023
Preprints, Working Papers, ...
hal-03928368v1
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Neural network based generation of 1-dimensional stochastic fields with turbulent velocity statistics
Carlos Granero-Belinchon
2022
Preprints, Working Papers, ...
hal-03861273v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models
Thi Tuyet Trang Chau
,
Pierre Ailliot
,
Valérie Monbet
,
Pierre Tandeo
Journal articles
hal-03616079v1
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Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
Ronan Fablet
,
Bertrand Chapron
,
Julien Le Sommer
,
Florian Sévellec
2023
Preprints, Working Papers, ...
hal-03928366v1
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Learning Neural Optimal Interpolation Models and Solvers
Maxime Beauchamp
,
Joseph Thompson
,
Hugo Georgenthum
,
Quentin Febvre
,
Ronan Fablet
et al.
2023
Preprints, Working Papers, ...
hal-03928369v1
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Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning
Aurélien Colin
,
Ronan Fablet
,
Pierre Tandeo
,
Romain Husson
,
Charles Peureux
et al.
Journal articles
hal-03616058v1
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Two-dimensional structure functions for characterizing convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images
Carlos Granero-Belinchon
,
Stéphane G. Roux
,
Nicolas B. Garnier
,
Pierre Tandeo
,
Bertrand Chapron
et al.
Journal articles
hal-03576400v2
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Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification
Maximiliano Sacco
,
Juan Ruiz
,
Manuel Pulido
,
Pierre Tandeo
Journal articles
hal-03685523v1
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Using generative adversarial networks (GAN) to simulate central-place foraging trajectories
Amédée Roy
,
Ronan Fablet
,
Sophie Lanco Bertrand
Journal articles
hal-03669627v1
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Analog data assimilation for the selection of suitable general circulation models
Juan Ruiz
,
Pierre Ailliot
,
Thi Tuyet Trang Chau
,
Pierre Le Bras
,
Valérie Monbet
et al.
Journal articles
insu-03868833v1
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End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations
Jean-Marie Vient
,
Ronan Fablet
,
Frédéric Jourdin
,
Christophe Delacourt
Journal articles
hal-03754023v1
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